yolo hellmet Computer Vision Dataset

bysuljiTask:
Object Detection
License:CC BY 4.018 views1 download
Versions
Dataset Version
v1

2022-11-22 7:28pm

Generated on Nov 22, 2022

Dataset Split

Train Set 87%
60Images
Valid Set 9%
6Images
Test Set 4%
3Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -30° and +30°
Shear: ±3° Horizontal, ±15° Vertical
Grayscale: Apply to 0% of images
Hue: Between -52° and +52°
Saturation: Between -85% and +85%
Brightness: Between -51% and +51%
Exposure: Between -40% and +40%
Blur: Up to 3.25px
Noise: Up to 11% of pixels
Bounding Box: Rotation: Between -17° and +17°

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